Zhen Lin - RankMe

28 papers A* 10Journal 17Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	MCQA-Eval: Efficient Confidence Evaluation in NLG with Gold-Standard Correctness Labels. CoRR Xiaoou Liu, Zhen Lin, Longchao Da, Chacha Chen, Shubhendu Trivedi, Hua Wei
2025	—	`conf`	Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey. KDD (2) Xiaoou Liu, Tiejin Chen, Longchao Da, Chacha Chen, Zhen Lin, Hua Wei
2025	J	`jnl`	Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey. CoRR Xiaoou Liu, Tiejin Chen, Longchao Da, Chacha Chen, Zhen Lin, Hua Wei
2024	A*	`conf`	Certifiably Byzantine-Robust Federated Conformal Prediction. ICML Mintong Kang, Zhen Lin, Jimeng Sun, Cao Xiao, Bo Li
2024	J	`jnl`	Certifiably Byzantine-Robust Federated Conformal Prediction. CoRR Mintong Kang, Zhen Lin, Jimeng Sun, Cao Xiao, Bo Li
2024	A*	`conf`	Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation. EMNLP Zhen Lin, Shubhendu Trivedi, Jimeng Sun
2024	J	`jnl`	Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation. CoRR Zhen Lin, Shubhendu Trivedi, Jimeng Sun
2024	J	`jnl`	Cross-Table Pretraining towards a Universal Function Space for Heterogeneous Tabular Data. CoRR Jintai Chen, Zhen Lin, Qiyuan Chen, Jimeng Sun
2024	J	`jnl`	Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models. Trans. Mach. Learn. Res. Zhen Lin, Shubhendu Trivedi, Jimeng Sun
2023	A*	`conf`	CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift. NeurIPS Siddhartha Laghuvarapu, Zhen Lin, Jimeng Sun
2023	J	`jnl`	Conformal Drug Property Prediction with Density Estimation under Covariate Shift. CoRR Siddhartha Laghuvarapu, Zhen Lin, Jimeng Sun
2023	A*	`conf`	Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control. ICML Zhen Lin, Shubhendu Trivedi, Cao Xiao, Jimeng Sun
2023	J	`jnl`	Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control. CoRR Zhen Lin, Shubhendu Trivedi, Cao Xiao, Jimeng Sun
2023	J	`jnl`	Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models. CoRR Zhen Lin, Shubhendu Trivedi, Jimeng Sun
2023	A*	`conf`	PyHealth: A Deep Learning Toolkit for Healthcare Applications. KDD Chaoqi Yang, Zhenbang Wu, Patrick Jiang, Zhen Lin, Junyi Gao, Benjamin P. Danek, Jimeng Sun
2023	A*	`conf`	Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks. ICLR Zhen Lin, Shubhendu Trivedi, Jimeng Sun
2022	J	`jnl`	Conformal Prediction Intervals with Temporal Dependence. CoRR Zhen Lin, Shubhendu Trivedi, Jimeng Sun
2022	J	`jnl`	Conformal Prediction Intervals with Temporal Dependence. Trans. Mach. Learn. Res. Zhen Lin, Shubhendu Trivedi, Jimeng Sun
2022	A*	`conf`	Conformal Prediction with Temporal Quantile Adjustments. NeurIPS Zhen Lin, Shubhendu Trivedi, Jimeng Sun
2022	J	`jnl`	Conformal Prediction with Temporal Quantile Adjustments. CoRR Zhen Lin, Shubhendu Trivedi, Jimeng Sun
2022	A*	`conf`	SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models. AAAI Zhen Lin, Lucas Glass, M. Brandon Westover, Cao Xiao, Jimeng Sun
2022	J	`jnl`	Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks. CoRR Zhen Lin, Shubhendu Trivedi, Jimeng Sun
2021	J	`jnl`	DeepSZ: Identification of Sunyaev-Zel'dovich Galaxy Clusters using Deep Learning. CoRR Zhen Lin, Nicholas Huang, Camille Avestruz, W. L. Kimmy Wu, Shubhendu Trivedi, João Caldeira, Brian Nord
2021	J	`jnl`	Locally Valid and Discriminative Confidence Intervals for Deep Learning Models. CoRR Zhen Lin, Shubhendu Trivedi, Jimeng Sun
2021	A*	`conf`	Locally Valid and Discriminative Prediction Intervals for Deep Learning Models. NeurIPS Zhen Lin, Shubhendu Trivedi, Jimeng Sun
2021	J	`jnl`	SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models. CoRR Zhen Lin, Cao Xiao, Lucas Glass, M. Brandon Westover, Jimeng Sun
2018	A*	`conf`	Clebsch-Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network. NeurIPS Risi Kondor, Zhen Lin, Shubhendu Trivedi
2018	J	`jnl`	Clebsch-Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network. CoRR Risi Kondor, Zhen Lin, Shubhendu Trivedi